Real outcomes, in the field
Selected, anonymised case studies from UK public sector, healthcare, utilities, energy and financial services, from Fabric lakehouses to Scala streaming.
Regulator-grade environmental monitoring dashboard
Fragmented monitoring data unified into a single, live, audit-ready view for regulators and internal ops.
- Regulatory reporting time cut from 3 days to under 5 minutes.
- One trusted source for both regulators and internal operations.
Real-time transaction enrichment on Kafka and Scala
A card issuer's fraud team moved from overnight batch to sub-second stream enrichment using Scala, Akka Streams and Kafka.
- End-to-end enrichment latency: overnight batch → p95 under 400ms.
- Fraud rule engine now receives enriched events in-flight, not after the fact.
Unified operational reporting on Microsoft Fabric
One governed model for elective activity, workforce and finance, used daily by 200+ frontline managers.
- One trusted operational model used by 200+ frontline managers daily.
- Legacy Cognos reports safely decommissioned within three months of go-live.
Smart-meter telemetry lakehouse on Scala Spark
Billions of half-hourly meter reads processed daily with a Scala Spark pipeline on Databricks, the foundation for settlement, network planning and forecasting.
- Nightly SLA now met 99.6% of the time (previously ~82%).
- Downstream teams work from the lakehouse, the SSIS/shell estate is gone.
Legacy on-prem SQL to Azure Data Platform
Two decades of on-prem SQL and SSIS lifted, reshaped and rebuilt on Azure, with a 60% cost reduction.
- 60% lower running cost year-on-year.
- Reporting refresh times cut by more than half.
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